Data Coverage & Quality

Measure the evidence layer.
Do not assume it.

Current DATA10 status: PASS · 100.0/100 objective gate completion. Updated 2026-10-29 12:06 UTC.

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8,342Clinical curated · 115 countries
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118,665Global registry · 181 countries · 5/5 queries
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100.0%Classification · 0 unresolved
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200Ontology · MeSH-derived terms
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223Disease entities · canonical + MeSH
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2,621Sponsors — scoped · 586 public profiles · in-scope/related
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2,900Sponsors — raw · distinct sponsors in curated raw corpus
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8,322Institutions · 142 countries
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66,507Authors · research graph
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19,276Publications · 95.5% geo-linked
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156Country scores · research intelligence
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50Markets · evidence-ranked
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8,462Products · trial interventions
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791Patents · FDA-linked
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119,890KG · 326,560 edges

DATA10 gates

ClassificationPASS✓
ConditionsPASS✓
InterventionsPASS✓
OutcomesPASS✓
FacilitiesPASS✓
Trial CountriesPASS✓
OntologyPASS✓
Institution GeographyPASS✓
Research CountriesPASS✓
MarketsPASS✓
PublicationsPASS✓
Publication GeographyPASS✓
Product PipelinePASS✓
Patent RegulatoryPASS✓
Knowledge GraphPASS✓

Source registry

ClinicalTrials.gov118,665 records · global weekly + curated 6-hour/daily normalization2026-10-23 03:43:48.779653+00:00
Crossref72 records · 6-hour research scoring2026-10-29 12:06:03.458515+00:00
FDA Orange Book4,916 records · weekly targeted refresh2026-10-24 07:30:44.990955+00:00
OpenAlex9,266 records · weekly expansion2026-10-29 05:23:39.746647+00:00
PubMed / NCBI10,010 records · weekly expansion2026-10-29 05:23:39.746647+00:00

Interpretation

Counts are the current indexed NeuroRisk corpus, not guaranteed exhaustive global totals. Source-specific terms and limitations apply. Quality gates measure pipeline completeness, geography, ontology, regulatory linkage and graph construction; they are not clinical-validity scores.